CBCL Memos (1993 - 2004): Recent submissions
Now showing items 4-6 of 123
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An Equivalence Between Sparse Approximation and Support Vector Machines
(1997-05-01)In the first part of this paper we show a similarity between the principle of Structural Risk Minimization Principle (SRM) (Vapnik, 1982) and the idea of Sparse Approximation, as defined in (Chen, Donoho and Saunders, ... -
Rotation Invariant Object Recognition from One Training Example
(2004-04-27)Local descriptors are increasingly used for the task of object recognition because of their perceived robustness with respect to occlusions and to global geometrical deformations. Such a descriptor--based on a set of ... -
Evaluation of sets of oriented and non-oriented receptive fields as local descriptors
(2004-03-24)Local descriptors are increasingly used for the task of object recognition because of their perceived robustness with respect to occlusions and to global geometrical deformations. We propose a performance criterion for a ...
